Data Mining for Beginners
Brian Murray
This comprehensive guide takes you step by step through the fundamentals of data mining, making it an essential resource for aspiring data scientists, analysts, and anyone curious about the power of data-driven decision-making.
Starting with the basics, this book demystifies core concepts such as data preprocessing, classification, clustering, and association rule mining. With practical examples and clear explanations, you'll explore popular algorithms, tools, and techniques used to analyze patterns, trends, and relationships within data. Learn how to apply these techniques to real-world scenarios, from marketing to healthcare, and discover how insights derived from data mining can drive strategic decisions and innovation.
Whether you're a student, a professional looking to enhance your skills, or someone interested in understanding the foundations of data mining, this book provides a solid starting point. With its approachable style, hands-on exercises, and focus on practical applications, Data Mining for Beginners will empower you to turn data into knowledge and knowledge into action.
Take the first step on your data mining journey and unlock the limitless potential of your data.
Duration - 4h 9m.
Author - Brian Murray.
Narrator - Ray Collins.
Published Date - Sunday, 21 January 2024.
Copyright - © 2024 Brian Murray ©.
Location:
United States
Description:
This comprehensive guide takes you step by step through the fundamentals of data mining, making it an essential resource for aspiring data scientists, analysts, and anyone curious about the power of data-driven decision-making. Starting with the basics, this book demystifies core concepts such as data preprocessing, classification, clustering, and association rule mining. With practical examples and clear explanations, you'll explore popular algorithms, tools, and techniques used to analyze patterns, trends, and relationships within data. Learn how to apply these techniques to real-world scenarios, from marketing to healthcare, and discover how insights derived from data mining can drive strategic decisions and innovation. Whether you're a student, a professional looking to enhance your skills, or someone interested in understanding the foundations of data mining, this book provides a solid starting point. With its approachable style, hands-on exercises, and focus on practical applications, Data Mining for Beginners will empower you to turn data into knowledge and knowledge into action. Take the first step on your data mining journey and unlock the limitless potential of your data. Duration - 4h 9m. Author - Brian Murray. Narrator - Ray Collins. Published Date - Sunday, 21 January 2024. Copyright - © 2024 Brian Murray ©.
Language:
English
Opening Credits
Duration:00:00:14
I Introduction to data mining
Duration:00:46:24
II Data collection and preprocessing
Duration:00:33:51
III Exploratory data analysis
Duration:00:26:53
IV Data mining techniques
Duration:00:25:08
V Evaluating data mining results
Duration:00:17:19
VI Big data and data mining
Duration:00:16:49
VII Applications of data mining
Duration:00:16:49
VIII Ethics and privacy in data mining
Duration:00:44:04
IX Future trends in data mining
Duration:00:07:26
X Conclusion
Duration:00:14:13
Ending Credits
Duration:00:00:15